Results 91 to 100 of about 28,537 (309)

Outlook towards deployable continual learning for particle accelerators

Machine Learning: Science and Technology
Particle accelerators are high power complex machines. To ensure uninterrupted operation of these machines, thousands of pieces of equipment need to be synchronized, which requires addressing many challenges including design, optimization and control ...
Kishansingh Rajput, Sen Lin, Auralee Edelen, Willem Blokland, Malachi Schram   +4 more
doaj   +1 more source

PRCSL: A privacy-preserving continual split learning framework for decentralized medical diagnosis

Machine Learning with Applications
Deep learning-based medical AI systems are increasingly deployed for disease diagnosis in decentralized healthcare environments where data are siloed across hospitals and IoT devices and cannot be freely shared due to strict privacy and security ...
Jungmin Eom, Minjun Kang, Myungkeun Yoon, Nikil Dutt, Jinkyu Kim, Jaekoo Lee   +5 more
doaj   +1 more source

Memorized Variational Continual Learning for Dirichlet Process Mixtures

IEEE Access, 2019
Bayesian nonparametric models are theoretically suitable for streaming data due to their ability to adapt model complexity with the observed data. However, very limited work has addressed posterior inference in a streaming fashion, and most of the ...
Yang Yang, Bo Chen, Hongwei Liu
doaj   +1 more source

Towards continual learning in medical imaging [PDF]

, 2018
Chaitanya Baweja, Ben Glocker, Konstantinos Kamnitsas   +2 more
openalex   +1 more source

“Will you be there for me?” Social support from family and friends during cold case sexual assault prosecutions

American Journal of Community Psychology, EarlyView.
Abstract If sexual assault survivors report the assault to the criminal legal system, they often need informal support from family and friends throughout the long and frequently retraumatizing process of investigation and prosecution. This study is part of a long‐term community‐based participatory action research project in a predominately Black ...
Rebecca Campbell, Rachael Goodman‐Williams, Katie Gregory, McKenzie Javorka, Jasmine Engleton   +4 more
wiley   +1 more source

DUAL3D-Fed: Dual Distillation for 3D Continual Federated Learning With Vision–Language Models

IEEE Access
Continual Federated Learning (CFL) for 3D object classification requires learning generalizable representations across distributed clients while maintaining feature-space consistency as new classes emerge.
Kaushik Roy, Mehrtash Harandi, Peyman Moghadam   +2 more
doaj   +1 more source

The role of Research‐Practice Ambassadors in strengthening socially just and equitable partnership processes

American Journal of Community Psychology, EarlyView.
Abstract Research‐Practice Partnerships seek to close the research‐practice gap through developing collaborative, authentic partnerships between researchers and community members. Our team has leveraged Research‐Practice Ambassadors to support socially just and equitable partnership processes in schools.
Danielle R. Hatchimonji, Lauren McNeela, Zumana Noor, Melissa Stoffers, Tia N. Barnes, Kira Branch, Danika Perry, Amanda Parks, Mariam Berthe   +8 more
wiley   +1 more source

3D-AOCL: Analytic online continual learning for imbalanced 3D point cloud classification

Alexandria Engineering Journal
Recent autonomous driving systems heavily rely on 3D point cloud data collected from multiple sensors for environmental awareness and decision-making. However, it is unrealistic to expect the autonomous driving system to recognize all road environments ...
Ziqian Zeng, Jianwei Wang, Lin Wu, Weikai Lu, Huiping Zhuang   +4 more
doaj   +1 more source

Building Community Amidst the Institutional Whiteness of Graduate Study: Black Joy and Maroon Moves in an Academic Marronage

Australian Journal of Social Issues, EarlyView.
ABSTRACT This article reflects on the construction of a supportive community of Black Afro‐diasporic graduate students and their supervisors researching issues relating to race in the field of education in Australia. It draws on the concept of marronage—a term rooted in the fugitive act of becoming a maroon, where enslaved people enacted an escape in ...
Hellen Magoi, Casianus Gemoh, Denise Chapman, Edmund Hypolite, Simon Angok, Melanie Baak, Joel Windle   +6 more
wiley   +1 more source

Confessions of a Poverty Researcher: My Journey Through the Foothills of Scholarship

Australian Journal of Social Issues, EarlyView.
ABSTRACT This paper describes the key events, experiences and ideas that influenced the author's career as a poverty researcher. He describes how his early disillusion with economics was replaced by a spark of interest in social issues and how his migration from the UK to Australia in the mid‐1970s provided the impetus to begin what became a lifetime ...
Peter Saunders
wiley   +1 more source